2025

• Nghiem, L., Potgieter, C. (2025). A linear errors-in-variables model with heteroscedastic measurement errors. Statistica Sinica, 36(1), 1-41. [More Information]

2024

• Nghiem, L., Hui, F., Mueller, S., Welsh, A. (2024). Likelihood-based surrogate dimension reduction. Statistics and Computing, 34(1), 51-1-51-15. [More Information]

2022

• Nghiem, L., Hui, F., Mueller, S., Welsh, A. (2022). Estimation of graphical models for skew continuous data. Scandinavian Journal of Statistics: theory and applications, 49(4), 1811-1841. [More Information]
• Tabak, B., Wallmark, Z., Nghiem, L., Alvi, T., Sunahara, C., Lee, J., Cao, J. (2022). Initial evidence for a relation between behaviorally assessed empathic accuracy and affect sharing for people and music. Emotion, 22, 1-14. [More Information]
• Nghiem, L., Tabak, B., Wallmark, Z., Alvi, T., Cao, J., Cao, J. (2022). Recent Advances on Sampling Methods and Educational Statistics. In Hon Keung Tony Ng and Daniel F. Heitjan (Eds.), Recent Advances on Sampling Methods and Educational Statistics, (pp. 201-214). Switzerland: Springer Nature Switzerland. [More Information]
• Nghiem, L., Hui, F., Mueller, S., Welsh, A. (2022). Screening methods for linear errors-in-variables models in high dimensions. Biometrics, Online (open access), 1-14. [More Information]
• Nghiem, L., Hui, F., Mueller, S., Welsh, A. (2022). SPARSE SLICED INVERSE REGRESSION VIA CHOLESKY MATRIX PENALIZATION. Statistica Sinica, 32, 2431-2453. [More Information]
• Hui, F., Nghiem, L. (2022). Sufficient dimension reduction for clustered data via finite mixture modeling. Australian and New Zealand Journal of Statistics, In Press, 1-25. [More Information]

2021

• Byrd, M., Nghiem, L., McGee, M. (2021). Bayesian regularization of Gaussian graphical models with measurement error. Computational Statistics and Data Analysis, 156, 1-10. [More Information]
• Wallmark, Z., Nghiem, L., Marks, L. (2021). Does Timbre Modulate Visual Perception? Exploring Crossmodal Interactions. Music Perception, 39(1), 1-20. [More Information]

2020

• Nghiem, L., Byrd, M., Potgieter, C. (2020). Estimation in linear errors-in-variables with unknown error distribution. Biometrika, 107(4), 841-856. [More Information]

2019

• Wallmark, Z., Frank, R., Nghiem, L. (2019). Creating novel timbres from Adjectives: An exploratory study using FM Synthesis. Psychomusicology, 29(4), 188-199. [More Information]
• Nghiem, L., Potgieter, C. (2019). Simulation-selection-extrapolation: Estimation in high-dimensional errors-in-variables models. Biometrics, 75(4), 1133-1144. [More Information]

2018

• Nghiem, L., Potgieter, C. (2018). Density estimation in the presence of heteroscedastic measurement error of unknown type using phase function deconvolution. Statistics in Medicine, 37(25), 3679-3692. [More Information]